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guided-grad-cam

Here are 10 public repositories matching this topic...

utkuozbulak / pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

grad-cam pytorch segmentation gradient cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

Updated Oct 10, 2022
Python

explainable-cnn

ashutosh1919 / explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

Updated Aug 29, 2023
Python

fitushar / 3D-GuidedGradCAM-for-Medical-Imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

medical-imaging nifti 3d-models ctci tensorflow-examples explainable-artificial-intelligence guided-grad-cam cnn-visualization-technique explainable-ai cnn-visualization tensorflow2 3d-guided-grad-cam explainable-ai-in-medical-imaging

Updated Jul 12, 2020
Python

Karol-G / Gcam

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

visualization grad-cam pytorch medical-imaging segmentation 3d 2d gcam saliency guided-backpropagation guided-grad-cam gradient-visualization gradcam cnn-visualization gradcam-plus-plus guidedgradcam

Updated Nov 17, 2020
Python

hnguyentt / cnn-visualization-keras-tf2

Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream

tf2 deepdream demos keras-tensorflow guided-backpropagation guided-grad-cam gradcam cnn-visualization feature-visualization filter-visualization

Updated Mar 21, 2024
Jupyter Notebook

hnguyentt / GradCAM_and_GuidedGradCAM_tf2

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

visualization demo keras-tensorflow guided-backpropagation guided-grad-cam gradcam tensorflow2

Updated Mar 21, 2024
Jupyter Notebook

swapnil-ahlawat / Guided-GradCAM-Keras

Implementation of Guided GradCAM in Keras

keras-tensorflow guided-backpropagation guided-grad-cam gradcam

Updated Jul 6, 2020
Jupyter Notebook

ChristianOrr / feature-attribution-methods-jax

Suite of methods that create attribution maps from image classification models.

grad-cam cam deconvolution guided-backpropagation guided-grad-cam xai integrated-gradients gradients-attribution gradients-x-inputs

Updated Nov 22, 2022
Jupyter Notebook

FAU-DLM / FCDIIb_TSC

Repository for Kubach et al. bioRxiv/2019/804682 (2019)

machine-learning deep-learning grad-cam convolutional-neural-network medical-images epilepsy pathology explainable-artificial-intelligence guided-grad-cam histopathology

Updated Dec 27, 2022
Python

jmdudek / class-activation-mapping

CAM, Grad-CAM, Grad-CAM++ and Guided Backpropagation post-hoc explanation methods

grad-cam cam guided-backpropagation guided-grad-cam explainable-ai post-hoc-explanation class-activation-mapping grad-cam-plusplus guided-grad-cam-plusplus

Updated Apr 30, 2024
Jupyter Notebook

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